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Fernando Montoya

Causal Learning: Monitoring Business Processes Based on Causal Structures
2024 · Fernando Montoya, Hernán Astudillo, et al. · Entropy · 2
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Causal Organizational Mining in Software Engineering: Evaluating Improvement Strategies in Development Team Dynamics
2024 · Fernando Montoya, Cristian Beltran, et al. · Latin American Computer Conference (CLEI) · 2
Enhancing grid stability and sustainability through virtual power plants: A case study of Chile
2026 · Fernando Yanine, Hasan Masrur, et al. · Ain Shams Engineering Journal · 1
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Counterfactual Explanability: An Application of Causal Inference in a Financial Sector Delivery Business Process
2023 · Fernando Montoya, Esteban Berríos, et al. · International Conference of the Chilean Computer Science Society (SCCC) · 1
Causal Graph: Interpretation of Causal Relationships in Temporary Deviations of Business Processes
2023 · Fernando Montoya, Hernán Astudillo · Latin American Computer Conference (CLEI) · 1
Graph-Based Causal Machine Learning for Self-Adaptive Control under Context Shifts in Smart Urban Mobility
2026 · Fernando Montoya, Hernán Astudillo, et al. · Transportation research procedia
Cogni-SEE: An Evidence-Informed Framework for Experiential and Role-Based Software Engineering Education
2026 · Mauricio Hidalgo, Fernando Montoya, et al. · SSRN Electronic Journal
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Causal Process Mining for Temporal Deviations in Business Event Flows
2025 · Fernando Montoya, Gonzalo Rivera-Lazo, et al. · E3S Web of Conferences
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Enhancing Software Requirements Education Through Active Learning: A Pilot Study on Role-Playing and Real-World Simulations
2025 · Mauricio Hidalgo, Laura Castro, et al. · Latin American Computer Conference (CLEI)
Causal Process Mining: From Interpretability to Causal Explainability in Temporal Deviations
2025 · Fernando Montoya, Mauricio Hidalgo, et al.
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Improving Early and Differential Dengue Diagnosis with Gradient Boosting: A Comparative Approach Based on Clinical Data from Sucre, Colombia
2025 · Humberto Marbello-Peña, Wilson Arrubla-Hoyos, et al. · IEEE Baja California Conference (BCC)
Forecasting Critical Energy Consumption Hours per Device in Residential Environments Using HEMS and LSTM
2025 · Zurisaddai Severiche-Maury, Wilson Arrubla-Hoyos, et al. · IEEE Baja California Conference (BCC)
Temporal Heterogeneous Causal Effects in Organizational Mining via Multiview Autoencoders
2025 · Fernando Montoya, Gonzalo Rivera-Lazo, et al. · IEEE Technology and Engineering Management Conference - Latin America (TEMSCON LATAM)
Multi-View Spectral Clustering for Monolith-to-Microservices Migration
2025 · Gonzalo Rivera-Lazo, Fernando Montoya, et al. · Congresso Ibero-Americano em Engenharia de Software (CIbSE)
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Works count: 15
Citation count: 8
H-index: 2
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